LCN - Computational Neuroscience Laboratory
13:02Exponentially long orbits in Hopfield neural networks, in Neural Computation, vol. 29, num. 2, p. 458-484, 2017.
13:54Learning and generation of slow sequences: an application to music composition. Lemanic Neuroscience Annual Meeting 2016, Les Diablerets, Switzerland, September 2-3, 2016.
13:49Algorithmic composition of melodies with deep recurrent neural networks. Machine Learning Machine Learning Summer School 2016, Cadiz, Spain, May 11-21, 2016.
17:06Nonlinear Hebbian Learning as a Unifying Principle in Receptive Field Formation, in Plos Computational Biology, vol. 12, num. 9, p. e1005070, 2016.
17:07Learning with Surprise: Theory and Applications. Thèse EPFL, n° 7418 (2016)
14:25Prospective Coding by Spiking Neurons, in Plos Computational Biology, vol. 12, num. 6, p. e1005003, 2016.
12:18Algorithmic Composition of Melodies with Deep Recurrent Neural Networks. 1st Conference on Computer Simulation of Musical Creativity, University of Huddersfield, UK, 17 – 19 June 2016.
12:06Contribution of next-to-leading order and Landau-Pomeranchuk-Migdal corrections to thermal dilepton emission in heavy-ion collisions, in Physical Review C, vol. 93, num. 4, p. 044902, 2016.
23:21Balancing New Against Old Information: The Role of Surprise, submitted to arXiv, 2016.
09:43Does computational neuroscience need new synaptic learning paradigms?, in Current Opinion in Behavioral Sciences, 2016.